AWS has introduced new software competencies for its various services, including Neo4j Graph Database, which offers a fully-managed graph database as a service called Neo4j AuraDB. This service provides deployment options such as self or fully-managed, deploy anywhere. Additionally, Neo4j Graph Data Science is available, offering graph analytics and modeling platforms. The platform also includes the Deployment Center for easy integration and deployment. Furthermore, Neo4j offers Generative AI capabilities, enabling developers to back their Large Language Models (LLMs) with a Knowledge Graph for better business AI insights. Various industries and use cases are supported by Neo4j, including fraud detection, financial services, and more. The platform also features customer success stories, developer resources such as the GraphAcademy offering free online courses and certifications, and an online conference series that brings together data and business trailblazers from around the world.